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Doubly protected estimation for survival outcomes utilizing external controls for randomized clinical trials arxiv.org/abs/2410.18409 .ME .AP

An Anatomy of Event Studies: Hypothetical Experiments, Exact Decomposition, and Weighting Diagnostics arxiv.org/abs/2410.17399 .ME

Flexible Approach for Statistical Disclosure Control in Geospatial Data arxiv.org/abs/2410.17601 .ME .AP

Unraveling Residualization: enhancing its application and exposing its relationship with the FWL theorem arxiv.org/abs/2410.17680 .ME

Limit Theorems for Stochastic Gradient Descent with Infinite Variance arxiv.org/abs/2410.16340 .ML .PR .LG

Causal Data Fusion for Panel Data without Pre-Intervention Period arxiv.org/abs/2410.16391 .ME

Data Augmentation of Multivariate Sensor Time Series using Autoregressive Models and Application to Failure Prognostics arxiv.org/abs/2410.16419 .ML .ST .ME .TH .LG

BI-EqNO: Generalized Approximate Bayesian Inference with an Equivariant Neural Operator Framework arxiv.org/abs/2410.16420 .comp-ph .ML .LG

Robust Feature Learning for Multi-Index Models in High Dimensions arxiv.org/abs/2410.16449 .ML .LG

On The Variance of Schatten $p$-Norm Estimation with Gaussian Sketching Matrices arxiv.org/abs/2410.16455 .ST .NA .PR .TH .NA

Finite-Sample and Distribution-Free Fair Classification: Optimal Trade-off Between Excess Risk and Fairness, and the Cost of Group-Blindness arxiv.org/abs/2410.16477 .ME .ML

Building Conformal Prediction Intervals with Approximate Message Passing arxiv.org/abs/2410.16493 -mat.dis-nn .ML .LG

A Dynamic Spatiotemporal and Network ARCH Model with Common Factors arxiv.org/abs/2410.16526 -fin.ST .ME .EM

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